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Record W2100889593 · doi:10.1186/2045-709x-21-2

The perspectives of educators, regulators and funders of massage therapy on the state of the profession in British Columbia, Canada

2013· article· en· W2100889593 on OpenAlexaffabout
Farah M. Shroff, Inderjeet S. Sahota

Bibliographic record

VenueChiropractic & Manual Therapies · 2013
Typearticle
Languageen
FieldMedicine
TopicComplementary and Alternative Medicine Studies
Canadian institutionsSimon Fraser UniversityUniversity of British Columbia
Fundersnot available
KeywordsHealth careCredibilityMassageRehabilitationMedicinePromotion (chess)Medical educationNursingAlternative medicineFamily medicinePolitical sciencePhysical therapy

Abstract

fetched live from OpenAlex

BACKGROUND: Registered Massage Therapists (RMTs) are valuable members of the healthcare team who assist in health promotion, disease prevention, treatment, rehabilitation and palliation. RMT visits have increased across Canada over the past decade with the highest increase in British Columbia (BC). Currently, RMTs are private practitioners of healthcare operating within a largely publicly funded system, positioning them outside of the dominant system of healthcare and making them an important case study in private healthcare. In another paper we examined the perspectives of RMTs themselves. Here, we offer perspectives of regulators, educators and funders of Massage Therapy (MT) on advancement of the profession. METHODS: We interviewed 28 stakeholders of MT in BC - including members of the MT regulatory board, representatives from MT colleges in BC and public and private health insurers. RESULTS: All three groups identified research, particularly on efficacy of MT, as playing a vital role in enhancing the professional credibility of MT. However, participants noted that presently research is not a large feature of the current MT curricula and we analyze why this may be and how it can improve. Finally, conferral of baccalaureate degree status could assist RMTs in gaining recognition with the general public and other healthcare professionals. CONCLUSION: RMTs have potential to ameliorate population health in a cost-effective manner. Their role in British Columbia's healthcare landscape could be expanded if they produce more research and earn degree status.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.007
metaresearch head score (Gemma)0.010
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.826
Threshold uncertainty score0.958

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.010
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0380.011
Scholarly communication0.0110.002
Open science0.0020.005
Research integrity0.0040.005
Insufficient payload (model declined to judge)0.0060.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.019
GPT teacher head0.286
Teacher spread0.267 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations14
Published2013
Admission routes2
Has abstractyes

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